Abstract
We will in this paper highlight our experience with NMPC. In our context NMPC shall mean the use of a nonlinear mechanistic model, state estimation, and the solution of an online constrained nonlinear optimisation problem. Our reference base is a number of applications of NMPC in a variety of processes.
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References
K. S. Andersen, M. Hillestad and T. Koskelainen, Model Predictive Control of a BORSTAR Polyethylene Process, In: 1st European Conference on the Reaction Engineering of Polyoleftns (ECOREP), France, 2000.
T. Drengstig, D. Ljungquist and B. A. Foss, “On the AlF 3 and Temperature Control of an Aluminum Electrolysis Cell,” IEEE Trans, of Control System Technology, vol. 6, no. 2, pp. 157–171, 1998.
W. Dresler, “Limitations to carburization of high carbon ferromanganese”, In: Proceedings 1989 Steelmaking conference, 1989.
B. A. Foss, B. Lohmann and W. Marquardt, “A field study of the industrial modeling process,” Journal of Process Control, vol. 8, no. 5–6, pp. 325–338, 1997.
K. Grjotheim and H. Kvande, eds., “Introduction to aluminium electrolysis”. Aluminum-Verlag, 1993.
W. C. Li and L. T. Biegler, “Multistep, Newton-type control strategies for con-strained nonliner processes”, Chem. Eng. Res. Des., vol. 67, pp. 562–577, 1989.
N. M. C. de Oliveria and L. T. Biegler, “Constraint handling and stability prop-erties of model-predictive control,” AIChE Journal, vol. 40, pp. 1138–1155, 1994.
N. M. C. de Oliveria and L. T. Biegler, “A finite-difference method for linearization in nonlinear estimation algorithms”, Automatica, vol. 31, pp. 281–286, 1995.
S. J. Qin and T. A. Badgwell, “An Overview of Nonlinear Model Predictive Control”, In: Nonlinear Model Predictive Control, F. Allgower and A. Zheng Birkhauser, eds., 2000.
C. V. Rao and J. B. Rawlings, “Nonlinear Moving Horizon Estimation”, In: Non-linear Model Predictive Control, F. Allgower and A. Zheng Birkhauser, eds., 2000.
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Foss, B.A., Schei, T.S. (2007). Putting Nonlinear Model Predictive Control into Use. In: Findeisen, R., Allgöwer, F., Biegler, L.T. (eds) Assessment and Future Directions of Nonlinear Model Predictive Control. Lecture Notes in Control and Information Sciences, vol 358. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72699-9_33
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DOI: https://doi.org/10.1007/978-3-540-72699-9_33
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